Dataset Drift
Dataset Drift is NOT detected. Dataset drift detection threshold is 0.5
16
Columns
2
Drifted Columns
0.125
Share of Drifted Columns
Data Drift Summary
Column | Type | Reference Distribution | Current Distribution | Data Drift | Stat Test | Drift Score | |
|---|---|---|---|---|---|---|---|
| fid | cat | Detected | Jensen-Shannon distance | 0.832555 | |||
| description | cat | Detected | Jensen-Shannon distance | 0.753542 | |||
| calcium | num | Not Detected | Wasserstein distance (normed) | 0.026687 | |||
| score | num | Not Detected | Wasserstein distance (normed) | 0.019942 | |||
| transFat | num | Not Detected | Wasserstein distance (normed) | 0.015892 | |||
| sodium | num | Not Detected | Wasserstein distance (normed) | 0.014277 | |||
| fat | num | Not Detected | Wasserstein distance (normed) | 0.013871 | |||
| saturatedFat | num | Not Detected | Wasserstein distance (normed) | 0.011938 | |||
| calories | num | Not Detected | Wasserstein distance (normed) | 0.011798 | |||
| protein | num | Not Detected | Wasserstein distance (normed) | 0.01119 | |||
| potassium | num | Not Detected | Wasserstein distance (normed) | 0.009537 | |||
| carbohydrates | num | Not Detected | Wasserstein distance (normed) | 0.00908 | |||
| cholesterol | num | Not Detected | Wasserstein distance (normed) | 0.008193 | |||
| sugars | num | Not Detected | Wasserstein distance (normed) | 0.007914 | |||
| iron | num | Not Detected | Wasserstein distance (normed) | 0.007611 | |||
| fiber | num | Not Detected | Wasserstein distance (normed) | 0.006729 | |||